A new technical paper titled "Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference" was published by researchers at Barcelona Supercomputing Center, Universitat Politecnica de Catalunya, and IBM Research.
Abstract
"Large language models have been widely adopted across different tasks, but their auto-regressive generation nature often leads to inefficient resource util...
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